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1.
Front Psychiatry ; 15: 1361086, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38435978

RESUMEN

Introduction: Promising preliminary evidence suggests that EMDR may reduce suicidal ideation (SI) when used to treat Major Depressive Disorder, Posttraumatic Stress Disorder, and trauma symptoms in the context of acute mental health crises. EMDR has never been tested specifically for treating SI, and there is a lack of data regarding the safety and effectiveness of web-based, therapist-delivered EMDR in populations with known SI. The primary objective of this study was to investigate the impact of web-based, therapist-delivered EMDR, targeting experiences associated with suicidal thinking. Secondary objectives included examining the effect of EMDR treatment on symptoms of depression, anxiety, posttraumatic stress, emotional dysregulation, and dissociation, as well as safety and attrition. Methods: This randomized control trial (ClinicalTrials.gov ID number: NCT04181047) assigned adult outpatients reporting SI to either a web-based EMDR intervention or a treatment as usual (TAU) group. TAU included primary and mental health services available within the Canadian public health system. Participants in the EMDR group received up to 12 web-based EMDR desensitization sessions, delivered twice weekly during the COVID-19 pandemic (2021-2023). The Health Research Ethics Board at the University of Alberta approved the protocol prior to initiation of data collection for this study (protocol ID number: Pro00090989). Results: Forty-two adult outpatients received either EMDR (n=20) or TAU (n=22). Participants reported a high prevalence of early onset and chronic SI, and there was a high rate of psychiatric comorbidity. In the EMDR group, median SI, depression, anxiety, and posttraumatic symptom scale scores decreased from baseline to the four month follow-up. In the TAU group, only the median SI and posttraumatic symptom scale scores decreased from baseline to four month follow up. Although sample size precludes direct comparison, there were numerically fewer adverse events and fewer dropouts in the EMDR group relative to the TAU group. Conclusion: Study results provide promising preliminary evidence that web-based EMDR may be a viable delivery approach to address SI. In this complex population, a short treatment course was associated with reductions of SI and other symptoms across multiple diagnostic categories. Further investigation is warranted to verify and extend these results. Clinical Trial Registration: https://clinicaltrials.gov/study/NCT04181047?id=NCT04181047&rank=1, identifier NCT04181047.

2.
Telemed Rep ; 5(1): 36-45, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38469169

RESUMEN

Background: The COVID-19 pandemic required many interventions to be conducted virtually. Building Resilience and Attachment in Vulnerable Adolescents (BRAVA) is a group intervention designed for adolescents and their caregivers to reduce adolescent suicidal ideation (SI). Objective: We aimed to adapt BRAVA for virtual delivery and evaluate its acceptability and feasibility. Methods: We conducted an 8-week pre-post trial between October and December 2020. Six adolescents and six primary caregivers were recruited from a pediatric hospital in Ontario, Canada. Families completed a virtual intake and exit assessment together and 6 weekly BRAVA group sessions separately. Satisfaction feedback was collected after each group session and during their exit, and clinical outcomes were collected at intake and exit. Weekly team meetings were conducted to gather clinician feedback. Results: The study uptake rate was 42.9% of eligible participants. There were no dropouts. Adolescent and caregiver attendance rates for group sessions were high (median = 6). Most youth (83.4%) and caregivers (66.7%) reported that the virtual process worked well. All caregivers (100%) agreed they would participate in a virtual group session again, compared with youth (50%). Providers approved of the virtual adaptation but identified potential improvements (e.g., manual content, safety procedures). Adolescent SI decreased significantly post-treatment (Mpre = 50.7, Mpost = 29.7, p = 0.002). Conclusions: Virtual delivery of BRAVA is acceptable and feasible and may help reduce SI in adolescents. Uptake, retention, and satisfaction were high for adolescents and caregivers. Feedback collected will improve BRAVA for future evaluations, including a randomized controlled trial.

3.
Can J Public Health ; 2024 Mar 13.
Artículo en Inglés | MEDLINE | ID: mdl-38478216

RESUMEN

OBJECTIVES: This systematic review and meta-analysis aims to describe Canadian youth mental health during the COVID-19 pandemic, focusing on changes in anxiety and depressive symptoms and suicidality. METHODS: We searched four databases up to February 2023 for longitudinal or repeated cross-sectional studies reporting on changes in depressive and anxiety symptoms, suicidality, or related services utilization among young people under 25 years old residing in Canada during the COVID-19 pandemic. Random-effects meta-analyses were performed for studies comparing depressive and anxiety symptoms from before to during the first, second, and third COVID-19 waves (up to June 2021), and between COVID-19 waves. Other studies were described narratively. Risk of bias was assessed using an adapted Joanna Briggs Institute Checklist. SYNTHESIS: Of the 7916 records screened, 35 articles met inclusion criteria for this review. Included studies were highly heterogeneous in design, population, and type of change investigated, and many had a high risk of bias. The meta-analyses found that depressive symptoms worsened minimally from pre-pandemic to wave 1 but returned to pre-pandemic levels by wave 2. Anxiety symptoms were broadly comparable from pre-pandemic to waves 1 and 2 but worsened from waves 1 to 3 and from pre-pandemic to wave 1 for girls. The narrative review included several studies that provided inconclusive evidence of increases in services utilization. CONCLUSION: The current evidence is limited and highly heterogeneous, making it insufficient to draw definitive conclusions regarding the short- to medium-term impact of the pandemic on youth mental health in Canada. Obtaining better mental health surveillance among Canadian youth is imperative.


RéSUMé: OBJECTIFS: Cette revue systématique et méta-analyse vise à décrire la santé mentale des jeunes Canadiens pendant la pandémie de COVID-19 en ce qui concerne les changements dans les symptômes d'anxiété et de dépression et la suicidalité. MéTHODES: Nous avons cherché dans quatre bases de données, jusqu'en février 2023, des études longitudinales ou transversales répétées portant sur l'évolution des symptômes dépressifs et anxieux, de la suicidalité ou de l'utilisation des services en santé mentale chez les jeunes de moins de 25 ans résidant au Canada pendant la pandémie de COVID-19. Des méta-analyses à effets aléatoires ont été réalisées pour les études comparant les symptômes dépressifs et anxieux avant et pendant les première, deuxième et troisième vagues du COVID-19 (jusqu'en juin 2021), ainsi qu'entre les vagues de COVID-19. Les autres études ont été décrites de manière narrative. Le risque de biais a été évalué à l'aide d'une liste de contrôle adaptée du Joanna Briggs Institute. SYNTHèSE: Sur les 7 916 dossiers examinés, 35 articles répondaient aux critères d'inclusion de la présente étude. Les études retenues sont très hétérogènes en termes de conception, de population et de type de changement étudié, et un grand nombre d'entre elles présentent un risque élevé de biais. Les méta-analyses révèlent que les symptômes dépressifs se sont légèrement aggravés entre la période prépandémique et la première vague, mais qu'ils sont revenus aux niveaux prépandémiques lors de la deuxième vague. Les symptômes d'anxiété sont globalement comparables entre la période prépandémique et les vagues 1 et 2, mais se sont aggravés entre les vagues 1 et 3 et entre la période prépandémique et la vague 1 pour les filles. La revue narrative porte sur plusieurs études qui ont fourni des preuves non concluantes de l'augmentation de l'utilisation des services en santé mentale. CONCLUSION: Les données actuelles sont limitées et très hétérogènes, ce qui ne permet pas de tirer des conclusions définitives quant à l'impact à court et moyen terme de la pandémie sur la santé mentale des jeunes au Canada. Il est impératif d'améliorer la surveillance de la santé mentale des jeunes Canadiens.

4.
Am J Prev Med ; 2024 Mar 11.
Artículo en Inglés | MEDLINE | ID: mdl-38479565

RESUMEN

INTRODUCTION: The US age-adjusted suicide rate is 35% higher than two decades ago and the COVID-19 pandemic era highlighted the urgent need to address nonfatal self-harm, particularly among youth. This study aimed to report the estimated annual economic cost of US suicide and nonfatal self-harm. METHODS: In 2023 CDC's WISQARS Cost of Injury provided the retrospective number of suicides and nonfatal self-harm injury emergency department (ED) visits from national surveillance sources by sex and age group, as well as the estimated annual economic cost of associated medical spending, lost work productivity, reduced quality of life from injury morbidity, and avoidable mortality based on the value of statistical life during 2015-2020. RESULTS: The economic cost of suicide and nonfatal self-harm averaged $510 billion (2020 USD) annually, the majority from life years lost to suicide. Working-aged adults (aged 25-64 years) comprised nearly 75% of the average annual economic cost of suicide ($356B of $484B) and children and younger adults (aged 10-44 years) comprised nearly 75% of the average annual economic cost of nonfatal self-harm injuries ($19B of $26B). CONCLUSIONS: Suicide and self-harm have substantial societal costs. Measuring the consequences in terms of comprehensive economic cost can inform investments in suicide prevention strategies.

6.
Eur Neuropsychopharmacol ; 82: 29-34, 2024 Mar 14.
Artículo en Inglés | MEDLINE | ID: mdl-38490082

RESUMEN

The COVID-19 pandemic has compromised public health response across the globe. Several countries reported increasing number of suicides during the pandemic. This study aimed to analyze the suicide mortality series in Spain (2000-2021), with a particular interest in depicting longitudinal trends during the COVID-19 pandemic. Moreover, it intended to identify sociodemographic groups with a higher increase in suicide victims during the pandemic. To do so, suicide cases from the National death index data were used. Weighted annual mortality rate was compared between pre-pandemic and pandemic years. Poisson time series models were used to analyze the trend in suicide mortality, considering sociodemographic variables (sex, age, migration status, marital status, and urbanicity). As a result, weighted mortality rate for 2020 was 8.92 (CI95 = [8.29, 9.57]) and 9.21 for 2021 (CI95 = [8.56, 9.88]). Annual mortality from the pandemic years was significantly higher than mortality from the prepandemic ones (p < .01). Poisson regression revealed a significant increase of cases during the pandemic months, RR = 1.05 (CI95 = [1.02, 1.08]); being significant for both sexes, and migration groups (RR > 1.02, across series). A significantly increased number of suicides was also observed for mid-age adults, large urban areas, and single people (RR > 1.05, across series). To sum up, our study supports an increasing number of suicide victims in Spain during the pandemic. We show that the COVID-19 influence on suicide risk factors (e.g., lack of social support networks) plays a critical role in the increasing trend of specific sociodemographic groups.

7.
Pediatr Int ; 66(1): e15735, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38481066

RESUMEN

BACKGROUND: The recent coronavirus disease 2019 (COVID-19) pandemic and school closures were reported to have negatively impacted the mental health of children and adolescents. This study aimed to examine the change in the number and severity of pediatric suicide attempts before and after the COVID-19 pandemic. METHODS: This study enrolled 54 patients (26 vs. 28 patients before and after the COVID-19 pandemic, respectively) under 19 years of age who were transported to the emergency department as a result of suicide attempts between April 2017 and December 2021. The primary outcome includes the rate of serious suicide attempts (SSAs). RESULTS: The SSA rates were 19% (5/26) and 43% (12/28) before and after the COVID-19 pandemic, respectively (p = 0.62). The average number of transported suicide attempts per month almost doubled (0.72 vs. 1.33, respectively) and suicide attempts as a percentage of all ambulance transportations of individuals under 19 years old increased significantly from 0.95% (26/2729)to 1.98% (28/1414) (p = 0.006). CONCLUSIONS: The COVID-19 pandemic increased the severity of pediatric suicide attempts but not to a statistically significant degree. Social preventive support and early psychological intervention are therefore needed currently and in the future.


Asunto(s)
COVID-19 , Adolescente , Humanos , Niño , Adulto Joven , Adulto , COVID-19/epidemiología , Pandemias , Intento de Suicidio , Ambulancias , Servicio de Urgencia en Hospital
8.
Gen Hosp Psychiatry ; 88: 48-50, 2024 Feb 24.
Artículo en Inglés | MEDLINE | ID: mdl-38492445

RESUMEN

OBJECTIVE: Prior literature has shown that mental health provider Health Professional Shortage Areas (MHPSAs) experienced a greater increase in suicide rates compared to non-shortage areas from 2010 to 2018. Although suicide rates have been on the rise, rates have slightly decreased during the COVID-19 pandemic. This study sought to characterize the differences in suicide rate trends during the pandemic by MHPSA status. METHOD: We used generalized estimating equation regression to test the associations between MHPSA status and suicide rates from 2018 to 2021. Suicide deaths were obtained from the Centers for Disease Control and Prevention's Wide-ranging Online Data for Epidemiologic Research. RESULTS: MHPSA status was associated with higher suicide rates (adjusted IRR:1.088 [95% CI, 1.024-1.156]). Furthermore, there was a significant interaction between MHPSA status and year (adjusted IRR:1.056 [95% CI, 1.022-1.091]), such that suicide rates did not significantly change among MHPSAs but slightly decreased among non-MHPSAs from 2018 to 2021. CONCLUSIONS: During the COVID-19 pandemic, there was a slight decrease in suicide rates among non-MHPSAs, while those with shortages experienced no significant changes in suicide rates. It will be important to closely monitor MHPSAs as continued at-risk regions for suicide as trendlines return to their pre-pandemic patterns.

9.
Death Stud ; : 1-8, 2024 Mar 11.
Artículo en Inglés | MEDLINE | ID: mdl-38465642

RESUMEN

The COVID-19 pandemic had a widespread impact on millions of individuals. Many turned to social media as an outlet for sharing personal experiences, such as the impact of the pandemic on suicidality. The purpose of this study was to understand the pandemic's impact on individuals who discuss their suicidality on social media. Keywords were used to search for discussion threads (N = 118) related to the pandemic on an online pro-choice for suicide forum. Using reflexive thematic analysis, six themes related to the pandemic's impact on mental health, suicidality, living conditions, and optimism were identified. Examination of the content from pro-choice for suicide forums may yield authentic information on the impact of the pandemic on those considering suicide. This study contributes to our understanding of the nuances of factors impacting mental health and suicidality during the pandemic, including unique risk and protective factors.

10.
PLoS One ; 19(3): e0300394, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38489343

RESUMEN

BACKGROUND: The mental health of medical residents, challenged by their intensive training, is of utmost concern. In light of reported suicides among Iranian medical residents in 2021, this study investigates the factors behind suicidal ideation among medical residents during the COVID-19 pandemic in Tehran. METHODS: This study conducted a cross-sectional online survey among medical residents in various specialties in Tehran, Iran, amidst the COVID-19 pandemic. Suicidal ideation was assessed using the Beck Scale for Suicidal Ideation (BSSI), while depression, anxiety, and stress were measured using the DASS-21. It also collected demographic and clinical data from the participants. The data were analyzed using descriptive statistics, the Chi-square test, and multiple linear regression to examine the prevalence and determinants of suicidal ideation among medical residents. RESULTS: The study enrolled 353 medical residents and found that 34.3% of them had suicidal ideation, with 10.2% indicating a high risk. The study also found high levels of depression, anxiety, and stress among the participants. The variables that significantly predicted suicidal ideation were depression, history of alcohol/substance use, personal history of suicide attempts, history of self-mutilation, family history of suicide attempts, number of shifts in a month, death of close persons because of COVID-19, and income. Depression was the strongest predictor of suicidal ideation. CONCLUSION: These findings underscore the urgent need for effective interventions and support systems to address the mental health needs of medical residents in Iran. The strategies should prioritize destigmatizing mental health, promoting access to mental health services, fostering a supportive training environment, and enhancing income opportunities.


Asunto(s)
COVID-19 , Internado y Residencia , Humanos , Ideación Suicida , Estudios Transversales , Irán/epidemiología , Pandemias , Factores de Riesgo , COVID-19/epidemiología , Depresión/epidemiología , Depresión/psicología
11.
Psychiatry Res ; 334: 115806, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38428289

RESUMEN

This study offers an in-depth analysis of Japan's suicide trends three years after the COVID-19 outbreak. Using data from the National Police Agency (January 2010-May 2023), we examined suicide rates across genders and age groups. Employing the quasi-Poisson regression, we predicted monthly death counts. Findings indicate a steady rise in female suicides from April 2020 to January 2023. Notably, male cohorts aged 50-59 and over 80 in 2022 displayed heightened death rates. While these trends may reflect the impacts of the pandemic, it is essential to consider other factors, including socio-economic changes, to fully understand the context of Japan's suicide patterns.


Asunto(s)
COVID-19 , Suicidio , Humanos , Femenino , Masculino , Japón/epidemiología , Pandemias , Brotes de Enfermedades
12.
J Psychiatr Res ; 173: 124-130, 2024 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-38522166

RESUMEN

INTRODUCTION: We investigated the antidepressant effects of a novel oral prolonged-release formulation of racemic ketamine (KET01) in patients suffering from treatment-resistant depression (TRD) as add-on therapy. MATERIAL AND METHODS: Patients were randomized to an additional 160 mg/day or 240 mg/day KET01 or placebo for 14 days. The primary endpoint was change in Montgomery-Åsberg Depression Rating Scale (MADRS) scores from baseline to day 15. For treatment group comparisons, we used ANOVA with pairwise least squares mean difference tests in a mixed model repeated measures analysis. RESULTS: Twenty-seven patients completed the double-blind protocol before trial premature termination due to poor recruitment during the COVID-19 pandemic. Mean (SD) MADRS scores on day 15 were 23 (10.32) in placebo, 25 (8.28) with 160 mg/day and 17 (10.32) with 240 mg/day KET01. MADRS change was numerically larger but statistically non-significant in the 240 mg/day KET01 group vs placebo on day 7 (-5.67; p = 00.106) and day 15 was (difference: 4.99; p = 00.15). In exploratory analysis, baseline leukocyte count correlated with response to KET01 (p = 00.01). Distribution of adverse event rates were comparable between the treatment arms. Safety analysis did not identify increased risk of suicidality, dissociation, hear rate, systolic and diastolic blood pressure associated with trial treatment. DISCUSSION: Our results suggest that adjunctive oral administration of prolonged-release ketamine at a dose of 240 mg/day shows a positive, although statistically non-significant, trend towards antidepressant efficacy, however, the benefit could not be confirmed due to premature trial termination. Given its ease of use and low side effects, further trials are warranted to investigate this route of ketamine administration as a promising potential treatment of TRD.

14.
BMC Psychiatry ; 24(1): 215, 2024 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-38504185

RESUMEN

BACKGROUND: With 11,558 deaths and 200,000 suicide attempts in 2019, France is among the European countries most affected. The aim of this study was to determine the costs and burden of suicides and suicide attempts in France (population 67 million). METHODS: We estimated direct costs, comprising healthcare, as well as post-mortem costs including autopsy, body removal, funeral expenses, police intervention and support groups; indirect costs comprised lost productivity, daily allowances; the burden of disease calculations used a monetary value for death and disability based on incidence data. Data was obtained from the national statistics, health and social care database, registries, global burden of disease, supplemented by expert opinion. We combined top down and bottom up approaches. RESULTS: The total costs and burden of suicides and suicide attempts was estimated at €18.5 billion and €5.4 billion, respectively. Direct costs were €566 million and €75 million; indirect costs were €3.8 billion and €3.5 billion; monetary value for death and disability was €14.6 billion and €1.3. The monetary value for death and disability represented 79.1% and 24.8% of total costs for suicide and suicide attempt respectively. Some costs were based upon expert opinion, caregivers' burden was not counted and pre COVID data only is reported. CONCLUSIONS: In France, the total cost and burden of suicides and suicide attempts was several billion €, suggesting major potential savings from public health interventions.


Asunto(s)
Costos de la Atención en Salud , Intento de Suicidio , Humanos , Costo de Enfermedad , Francia/epidemiología , Europa (Continente)/epidemiología
15.
Asian J Psychiatr ; 95: 104004, 2024 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-38513510

RESUMEN

Addressing suicide and mental health issues among psychiatrists, particularly during a crisis such as the COVID-19 pandemic is important. several factors contribute to this risk, such as long duty hours, burnout, emotional exhaustion, exposure to secondary trauma, and the impact of the pandemic on the mental health of healthcare workers. This paper emphasizes the urgent need for interventions at individual and organizational levels to address burnout and mental health issues among psychiatrists. Supporting the mental resilience of mental health professionals will improve the mental health of the community.

16.
Front Public Health ; 12: 1234584, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38450141

RESUMEN

Introduction: Self-immolation is an uncommon way of attempting and committing a suicide, with a fatality rate of 80%. The risk factors in self-immolation victims vary depending on demographic characteristics, socio-economic and cultural factors as well as religious beliefs. Whether the COVID-19 pandemic was a potentially important stressor for self-immolation is still unknown, with insufficient studies examining this issue. Therefore, in this study, we aimed to examine the trend of self-immolation in a 13-year timeline, and the potential association of COVID-19 pandemic with the increase in the incidence and severity of self-immolation injuries in Serbia in 2021. Materials and methods: The study included hospitalized patients due to intentional burns caused by self-immolation in the period from January 1, 2008 to December 31, 2021. Joinpoint regression analysis was used for the analysis of continuous linear trends of self-immolation cases with change points. Results: While a rising trend was observed in the 2008-2013 time segment, followed by a decline in the upcoming 2013-2016 time segment, a significant increase reached its maximum during COVID-19 pandemic (2021), with annual percent change of 37.1% (p = 0.001). A significant increase in the median number of cases per year was observed during 2021 compared to the previous periods (7.5 vs. 2). Frequency of patients with a psychiatric diagnosis vs. those without a psychiatric diagnosis was significantly higher during than before the COVID-19 period (66.7 vs. 36.1%, p = 0.046). Conclusion: In our study, a significant increase in the frequency of suicide attempts by self-immolation during COVID-19 pandemic was noticed. There was also an increased frequency of pre-existing psychiatric illness among patients during the pandemic period. With limited high-quality data available, the study adds to a rising body of evidence for assessment of outcomes of the pandemic on mental health and recognition of stressors for self-immolation.


Asunto(s)
COVID-19 , Trastornos Mentales , Humanos , COVID-19/epidemiología , Pandemias , Exactitud de los Datos , Salud Mental
17.
AEM Educ Train ; 8(2): e10955, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38516253

RESUMEN

Objectives: The COVID-19 pandemic was disruptive for trainees and may have affected career decisions for some learners. This study examined the impact of the pandemic on emergency medicine (EM) resident perceptions of their mental health, perceptions of personal safety, and career choice regret. Methods: This was a cross-sectional survey study administered following the 2021 American Board of Emergency Medicine In-Training Examination (ITE). Survey measures included suicidal ideation (SI), COVID concerns in terms of infection prevention and control (IPC) training, COVID risk to self and/or COVID risk to family, and COVID-related career regret. COVID concerns were compared by gender and race/ethnicity using Pearson's chi-square tests. Multivariable logistic regression models were used to test the association between SI and COVID concerns, resident characteristics, and program characteristics. Results: A total of 6980 out of 8491 EM residents (82.2%) from 244 programs completed the survey. Only 1.1% of participants reported insufficient training in COVID IPC practices. Participants were concerned about COVID risk to themselves (40.3%) and to their families (63.3%) due to their job roles. These concerns were more common among women or nonbinary (vs. men); all other races/ethnicities (vs. non-Hispanic Whites); senior residents (vs. PGY-1, PGY-2 residents); and residents who were married or in relationships (vs. single or divorced). A total of 6.1% of participants reported that COVID made them reconsider choosing EM as their career. Career regret in this cohort was higher than that in the proportion (3.2%) expressing career regret in the 2020 ITE (p < 0.001). Career regret was more common among women or nonbinary (vs. men); all other races/ethnicities (vs. non-Hispanic Whites); and senior residents (vs. PGY-1, PGY-2 residents). The overall SI rate was 2.6%, which did not differ from that of the 2020 sample of EM residents (2.5%, p = 0.88). Conclusions: Many EM residents reported concerns about COVID risks to themselves and their families. Although the rate of SI remained unchanged, more EM residents reported career regret during the COVID pandemic.

18.
Eur. j. psychiatry ; 38(1): [100227], Jan.-Mar. 2024. graf
Artículo en Inglés | IBECS | ID: ibc-229233

RESUMEN

Background and objectives Suicide is a major public health concern, media can influence its awareness, contagion, and prevention. In this study, we evaluated the relationship between the COVID-19 pandemic and suicide in media coverage through Natural Language Processing analysis (NPL). Methods To study how suicide is depicted in news media, Artificial Intelligence and Big Data techniques were used to analyze news and tweets, to extract or classify the topic to which they belonged. Results A granger causality analysis showed with significant p-value that an increase in covid news at the beginning of the pandemic explains a later rise in suicide-related news. An analysis based on correlation and structural causal models show a strong relationship between the appearance of subjects “health” and “covid”, and also between “covid” and “suicide”. Conclusions Our analysis also uncovers that the inclusion of suicide-related news in the category health has grown since the outbreak of the pandemic. The COVID-19 pandemic has posed an inflection point in the way suicide-related news are reported. Our study found that the increased media attention on suicide during the COVID-19 pandemic may indicate rising social awareness of suicide and mental health, which could lead to the development of new prevention tools. (AU)


Asunto(s)
Humanos , Salud Pública , Suicidio , Macrodatos , Inteligencia Artificial , Aprendizaje Automático , Medios de Comunicación , Red Social , Procesamiento Automatizado de Datos
19.
Neuropsychiatr Dis Treat ; 20: 195-209, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38333613

RESUMEN

Background: Suicidality is a global public health problem which has increased considerably during the coronavirus disease 2019 (COVID-19) pandemic. This study examined the inter-relationships between depressive symptoms and suicidality using network analysis among Macau residents after the "relatively static management" COVID-19 strategy. Methods: An assessment of suicidal ideation (SI), suicide plan (SP), suicide attempt (SA) and depressive symptoms was conducted with the use of individual binary response items (yes/no) and Patient Health Questionnaire (PHQ-9). In the network analysis, central and bridge symptoms were identified in the network through "Expected Influence" and "Bridge Expected Influence", and specific symptoms that were directly associated with suicidality were identified via the flow function. Network Comparison Tests (NCT) were conducted to examine the gender differences in network characteristics. Results: The study sample included a total of 1008 Macau residents. The prevalence of depressive symptoms and suicidality were 62.50% (95% CI = 59.4-65.5%) and 8.9% (95% CI = 7.2-10.9%), respectively. A network analysis of the sample identified SI ("Suicidal ideation") as the most central symptom, followed by SP ("Suicide plan") and PHQ4 ("Fatigue"). SI ("Suicidal ideation") and PHQ6 ("Guilt") were bridge nodes connecting depressive symptoms and suicidality. A flow network revealed that the strongest connection was between S ("Suicidality") and PHQ6 ("Guilt"), followed by S ("Suicidality") and PHQ 7 ("Concentration"), and S ("Suicidality") and PHQ3 ("Sleep"). Conclusion: The findings indicated that reduction of specific depressive symptoms and suicidal thoughts may be relevant in decreasing suicidality among adults. Further, suicide assessment and prevention measures should address the central and bridge symptoms identified in this study.

20.
J Formos Med Assoc ; 2024 Feb 28.
Artículo en Inglés | MEDLINE | ID: mdl-38423925

RESUMEN

BACKGROUND/PURPOSE: Depressive and anxiety symptoms were common among lesbian, gay, and bisexual (LGB) individuals during the COVID-19 pandemic. This 4-year follow-up study was conducted to investigate the predictors of depressive and anxiety symptoms in Taiwan's young adult LGB population. METHODS: Baseline data, including depressive and anxiety symptoms, demographic characteristics, sexual stigma, self-identity confusion, and family support were collected from 1000 LGB individuals. The participants' depressive and anxiety symptoms were reassessed 4 years after the baseline measurements. The predictive effects of the baseline factors on depressive and anxiety symptoms at follow-up were examined through linear regression analysis. RESULTS: Greater lack of identity, unconsolidated identity, sexual orientation microaggression, and lower perceived family function at baseline were significantly associated with more severe depressive and anxiety symptoms at follow-up. After adjustment for baseline depressive symptoms, being men, greater lack of identity, lower perceived family function, and more severe anxiety symptoms at baseline were significantly associated with more severe depressive symptoms at follow-up. After adjustment for baseline anxiety symptoms, greater unconsolidated identity and more severe depressive symptoms at baseline were significantly associated with more severe anxiety symptoms at follow-up. CONCLUSIONS: Intervention aimed at reducing depressive and anxiety symptoms in LGB individuals should be developed considering the predictors identified in this study.

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